Collections / Translational profiling of ET-insensitive cell populations in ER+ breast cancer reveals new therapeutic vulnerabilities

Translational profiling of ET-insensitive cell populations in ER+ breast cancer reveals new therapeutic vulnerabilities

Endocrine therapy resistance in ER+ breast cancer remains a major therapeutic challenge in clinic. This study offers a robust workflow to identify ET-insensitive cell populations that persist under selective pressure of ET in clinical samples and experimental models. We demonstrated that these populations are transcriptionally diverse and not defined by ER status/activity or molecular subtype. Importantly, we developed a predictive therapeutic pipeline that enables identification of new drugs tailored to target ET-insensitive cell populations. These findings provide a clinically relevant strategy for overcoming ET resistance and support the integration of single-cell profiling and organoid modeling into precision oncology workflows.

Datasets4
Size~440 MB
AssayVisium
Samplehuman · breast
KindComparison
PMID:42780132 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse310362")
coll.ordered_artifacts.df()                 # the 4 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]

# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()}
Open in Vitessce
Visium
Human breast
GSM9294638
human breast estrogen-receptor positive breast cancer 29 MB 900 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuebreast
Conditionestrogen-receptor positive breast cancer
Size29 MB
Obs900
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human breast
GSM9294639
human breast estrogen-receptor positive breast cancer 357 MB 13,516 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuebreast
Conditionestrogen-receptor positive breast cancer
Size357 MB
Obs13,516
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human breast
GSM9294636
human breast estrogen-receptor positive breast cancer 31 MB 818 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuebreast
Conditionestrogen-receptor positive breast cancer
Size31 MB
Obs818
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human breast
GSM9294637
human breast estrogen-receptor positive breast cancer 22 MB 898 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuebreast
Conditionestrogen-receptor positive breast cancer
Size22 MB
Obs898
bronze H&E Open in Vitessce

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